Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter Aug 1, 2019 Abuse Detection Abusive Language
Code Code Available Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets Jul 29, 2019 Domain Adaptation Sentiment Analysis
— Unverified Weakly Supervised Domain Detection Jul 26, 2019 Classification General Classification
Code Code Available Supervised and Unsupervised Neural Approaches to Text Readability Jul 26, 2019 Classification Feature Engineering
Code Code Available Word Sense Disambiguation using Diffusion Kernel PCA Jul 21, 2019 Dimensionality Reduction Machine Translation
— Unverified Mitigating Uncertainty in Document Classification Jul 17, 2019 Classification Document Classification
Code Code Available Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches Jul 17, 2019 BIG-bench Machine Learning General Classification
— Unverified Can Unconditional Language Models Recover Arbitrary Sentences? Jul 10, 2019 Language Modeling Language Modelling
— Unverified To Tune or Not To Tune? How About the Best of Both Worlds? Jul 9, 2019 Language Modeling Language Modelling
Code Code Available Predicting Customer Call Intent by Analyzing Phone Call Transcripts based on CNN for Multi-Class Classification Jul 8, 2019 General Classification Multi-class Classification
— Unverified Development of email classifier in Brazilian Portuguese using feature selection for automatic response Jul 8, 2019 Classification feature selection
— Unverified Improving short text classification through global augmentation methods Jul 7, 2019 Articles Classification
Code Code Available Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Jul 5, 2019 Intent Detection Natural Language Understanding
— Unverified Depth Growing for Neural Machine Translation Jul 3, 2019 Machine Translation NMT
Code Code Available Hierarchical Multi-label Classification of Text with Capsule Networks Jul 1, 2019 Attribute Classification
Code Code Available Large Dataset and Language Model Fun-Tuning for Humor Recognition Jul 1, 2019 Language Modeling Language Modelling
— Unverified Stochastic Tokenization with a Language Model for Neural Text Classification Jul 1, 2019 Classification General Classification
— Unverified On-device Structured and Context Partitioned Projection Networks Jul 1, 2019 text-classification Text Classification
— Unverified Flamb\'e: A Customizable Framework for Machine Learning Experiments Jul 1, 2019 BIG-bench Machine Learning Language Modeling
— Unverified NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit Jul 1, 2019 Classification General Classification
— Unverified Is artificial data useful for biomedical Natural Language Processing algorithms? Jul 1, 2019 Relation Extraction Temporal Relation Extraction
— Unverified Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings Jul 1, 2019 Classification General Classification
— Unverified Deep Bayesian Natural Language Processing Jul 1, 2019 Caption Generation Clustering
— Unverified Hierarchical Transfer Learning for Multi-label Text Classification Jul 1, 2019 Binary Classification Classification
— Unverified Learning How to Active Learn by Dreaming Jul 1, 2019 Active Learning named-entity-recognition
Code Code Available Robust to Noise Models in Natural Language Processing Tasks Jul 1, 2019 Aspect Extraction named-entity-recognition
Code Code Available Cross-lingual Data Transformation and Combination for Text Classification Jun 23, 2019 Classification General Classification
— Unverified Meta-learning of textual representations Jun 21, 2019 AutoML Meta-Learning
Code Code Available Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available Text classification can distinguish mainstream and fringe scientific papers Jun 19, 2019 Classification text-classification
— Unverified Incorporating Priors with Feature Attribution on Text Classification Jun 19, 2019 Classification General Classification
— Unverified Text Readability Assessment for Second Language Learners Jun 18, 2019 Domain Adaptation Self-Learning
Code Code Available Learning Interpretable Models Using Uncertainty Oracles Jun 17, 2019 Bayesian Optimization Sentence Embedding
— Unverified Automatic Conditional Generation of Personalized Social Media Short Texts Jun 15, 2019 Dialogue Generation Language Modeling
— Unverified Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks Jun 15, 2019 Classification General Classification
— Unverified Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding Jun 11, 2019 Active Learning Clustering
— Unverified A cost-reducing partial labeling estimator in text classification problem Jun 10, 2019 Classification General Classification
— Unverified Detecting Everyday Scenarios in Narrative Texts Jun 10, 2019 General Classification text-classification
— Unverified Is Attention Interpretable? Jun 9, 2019 General Classification text-classification
Code Code Available Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Jun 9, 2019 Classification General Classification
Code Code Available Outlier Exposure with Confidence Control for Out-of-Distribution Detection Jun 8, 2019 Anomaly Detection Classification
Code Code Available Word Embeddings for the Armenian Language: Intrinsic and Extrinsic Evaluation Jun 7, 2019 Articles Classification
Code Code Available Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications Jun 6, 2019 General Classification Multi-Label Text Classification
Code Code Available Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection Jun 5, 2019 Classification General Classification
— Unverified Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples Jun 5, 2019 Chatbot General Classification
Code Code Available Evaluating Discourse in Structured Text Representations Jun 4, 2019 text-classification Text Classification
Code Code Available System Demo for Transfer Learning across Vision and Text using Domain Specific CNN Accelerator for On-Device NLP Applications Jun 4, 2019 General Classification Sentence
— Unverified A Variational Approach for Learning from Positive and Unlabeled Data Jun 3, 2019 Fraud Detection text-classification
Code Code Available Episodic Memory in Lifelong Language Learning Jun 3, 2019 Continual Learning General Classification
Code Code Available 